2023-10-22T03:16:26,205 Created temporary directory: /tmp/pip-build-tracker-8uijy3n0 2023-10-22T03:16:26,206 Initialized build tracking at /tmp/pip-build-tracker-8uijy3n0 2023-10-22T03:16:26,207 Created build tracker: /tmp/pip-build-tracker-8uijy3n0 2023-10-22T03:16:26,207 Entered build tracker: /tmp/pip-build-tracker-8uijy3n0 2023-10-22T03:16:26,208 Created temporary directory: /tmp/pip-wheel-3catka6f 2023-10-22T03:16:26,211 Created temporary directory: /tmp/pip-ephem-wheel-cache-z6eacy2n 2023-10-22T03:16:26,235 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-10-22T03:16:26,239 2 location(s) to search for versions of marquetry: 2023-10-22T03:16:26,239 * https://pypi.org/simple/marquetry/ 2023-10-22T03:16:26,239 * https://www.piwheels.org/simple/marquetry/ 2023-10-22T03:16:26,240 Fetching project page and analyzing links: https://pypi.org/simple/marquetry/ 2023-10-22T03:16:26,240 Getting page https://pypi.org/simple/marquetry/ 2023-10-22T03:16:26,242 Found index url https://pypi.org/simple/ 2023-10-22T03:16:26,458 Fetched page https://pypi.org/simple/marquetry/ as application/vnd.pypi.simple.v1+json 2023-10-22T03:16:26,461 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/22/80/012bfa8893eb7b28b0ab484396c25f12fc132fab86b09fd041a06257fbdb/marquetry-0.0.1-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,462 Found link https://files.pythonhosted.org/packages/fc/a2/a82f09299f6e85355c16f7ec498c2d2cb792a625e026b4786cd30ba4a07c/marquetry-0.0.1.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.0.1 2023-10-22T03:16:26,462 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/28/78/b22d7c6c38913def3f7765b364ffc42836ad309edc0af991c8dd9c7f450d/marquetry-0.0.2-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,463 Found link https://files.pythonhosted.org/packages/b0/62/8ca6b69a32a1ce771376294458eb2e981d2c1029d9587b13cc1c0da3a446/marquetry-0.0.2.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.0.2 2023-10-22T03:16:26,464 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/c0/2e/2adf392d09c98f47002fa77d4b19143c75a13ca93d0a9da55ed05532ab3f/marquetry-0.1.0-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,465 Found link https://files.pythonhosted.org/packages/20/2c/91efc6d4eb165c43fa24df63ea023eb8258699b4bb44a45545696c65f088/marquetry-0.1.0.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.1.0 2023-10-22T03:16:26,466 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/04/9c/8331d47380aedd91f94f89674f2d4fbb0dda192df60afabfa5d47b17b13b/marquetry-0.2.0-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,467 Found link https://files.pythonhosted.org/packages/5d/f1/94532dde57475b4d4ca88b95c19beac41023c5c2e33eb3aec0e294169ca1/marquetry-0.2.0.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.2.0 2023-10-22T03:16:26,468 Fetching project page and analyzing links: https://www.piwheels.org/simple/marquetry/ 2023-10-22T03:16:26,468 Getting page https://www.piwheels.org/simple/marquetry/ 2023-10-22T03:16:26,470 Found index url https://www.piwheels.org/simple/ 2023-10-22T03:16:26,631 Fetched page https://www.piwheels.org/simple/marquetry/ as text/html 2023-10-22T03:16:26,633 Skipping link: No binaries permitted for marquetry: https://www.piwheels.org/simple/marquetry/marquetry-0.1.0-py3-none-any.whl#sha256=9680851e6fab8f1ff639437c7a61a14b83a3e244e2ccb3f751ab3797a6c3aa16 (from https://www.piwheels.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,634 Skipping link: No binaries permitted for marquetry: https://www.piwheels.org/simple/marquetry/marquetry-0.0.2-py3-none-any.whl#sha256=589464edf84543d109006a7f27bea08c40cfcef9b84ddf25b6e63adf4573d052 (from https://www.piwheels.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,635 Skipping link: No binaries permitted for marquetry: https://www.piwheels.org/simple/marquetry/marquetry-0.0.1-py3-none-any.whl#sha256=a0680babcad983560e6473aae6526e743ce8afff192184b8014210c1a1e275af (from https://www.piwheels.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-22T03:16:26,636 Skipping link: not a file: https://www.piwheels.org/simple/marquetry/ 2023-10-22T03:16:26,636 Skipping link: not a file: https://pypi.org/simple/marquetry/ 2023-10-22T03:16:26,654 Given no hashes to check 1 links for project 'marquetry': discarding no candidates 2023-10-22T03:16:26,672 Collecting marquetry==0.2.0 2023-10-22T03:16:26,675 Created temporary directory: /tmp/pip-unpack-u60q_jyv 2023-10-22T03:16:26,888 Downloading marquetry-0.2.0.tar.gz (102 kB) 2023-10-22T03:16:27,318 Added marquetry==0.2.0 from https://files.pythonhosted.org/packages/5d/f1/94532dde57475b4d4ca88b95c19beac41023c5c2e33eb3aec0e294169ca1/marquetry-0.2.0.tar.gz to build tracker '/tmp/pip-build-tracker-8uijy3n0' 2023-10-22T03:16:27,320 Running setup.py (path:/tmp/pip-wheel-3catka6f/marquetry_8aad19a3bceb41c490c3b0c908d7baec/setup.py) egg_info for package marquetry 2023-10-22T03:16:27,321 Created temporary directory: /tmp/pip-pip-egg-info-d0r8r2kz 2023-10-22T03:16:27,322 Preparing metadata (setup.py): started 2023-10-22T03:16:27,323 Running command python setup.py egg_info 2023-10-22T03:16:28,365 running egg_info 2023-10-22T03:16:28,367 creating /tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info 2023-10-22T03:16:28,391 writing /tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/PKG-INFO 2023-10-22T03:16:28,394 writing dependency_links to /tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/dependency_links.txt 2023-10-22T03:16:28,396 writing requirements to /tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/requires.txt 2023-10-22T03:16:28,397 writing top-level names to /tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/top_level.txt 2023-10-22T03:16:28,399 writing manifest file '/tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/SOURCES.txt' 2023-10-22T03:16:28,506 reading manifest file '/tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/SOURCES.txt' 2023-10-22T03:16:28,507 adding license file 'LICENSE.md' 2023-10-22T03:16:28,515 writing manifest file '/tmp/pip-pip-egg-info-d0r8r2kz/marquetry.egg-info/SOURCES.txt' 2023-10-22T03:16:28,623 Preparing metadata (setup.py): finished with status 'done' 2023-10-22T03:16:28,627 Source in /tmp/pip-wheel-3catka6f/marquetry_8aad19a3bceb41c490c3b0c908d7baec has version 0.2.0, which satisfies requirement marquetry==0.2.0 from https://files.pythonhosted.org/packages/5d/f1/94532dde57475b4d4ca88b95c19beac41023c5c2e33eb3aec0e294169ca1/marquetry-0.2.0.tar.gz 2023-10-22T03:16:28,628 Removed marquetry==0.2.0 from https://files.pythonhosted.org/packages/5d/f1/94532dde57475b4d4ca88b95c19beac41023c5c2e33eb3aec0e294169ca1/marquetry-0.2.0.tar.gz from build tracker '/tmp/pip-build-tracker-8uijy3n0' 2023-10-22T03:16:28,634 Created temporary directory: /tmp/pip-unpack-mz0e41hv 2023-10-22T03:16:28,635 Created temporary directory: /tmp/pip-unpack-x1ouhpw1 2023-10-22T03:16:28,643 Building wheels for collected packages: marquetry 2023-10-22T03:16:28,648 Created temporary directory: /tmp/pip-wheel-xy2blzqp 2023-10-22T03:16:28,649 Building wheel for marquetry (setup.py): started 2023-10-22T03:16:28,650 Destination directory: /tmp/pip-wheel-xy2blzqp 2023-10-22T03:16:28,651 Running command python setup.py bdist_wheel 2023-10-22T03:16:29,645 running bdist_wheel 2023-10-22T03:16:29,738 running build 2023-10-22T03:16:29,739 running build_py 2023-10-22T03:16:29,766 creating build 2023-10-22T03:16:29,767 creating build/lib 2023-10-22T03:16:29,768 creating build/lib/marquetry 2023-10-22T03:16:29,769 copying marquetry/model.py -> build/lib/marquetry 2023-10-22T03:16:29,771 copying marquetry/preprocess.py -> build/lib/marquetry 2023-10-22T03:16:29,774 copying marquetry/function.py -> build/lib/marquetry 2023-10-22T03:16:29,776 copying marquetry/container.py -> build/lib/marquetry 2023-10-22T03:16:29,779 copying marquetry/cuda_backend.py -> build/lib/marquetry 2023-10-22T03:16:29,781 copying marquetry/configuration.py -> build/lib/marquetry 2023-10-22T03:16:29,783 copying marquetry/machine_learning.py -> build/lib/marquetry 2023-10-22T03:16:29,786 copying marquetry/layer.py -> build/lib/marquetry 2023-10-22T03:16:29,788 copying marquetry/__init__.py -> build/lib/marquetry 2023-10-22T03:16:29,790 copying marquetry/dataset.py -> build/lib/marquetry 2023-10-22T03:16:29,792 copying marquetry/optimizer.py -> build/lib/marquetry 2023-10-22T03:16:29,794 creating build/lib/marquetry/utils 2023-10-22T03:16:29,795 copying marquetry/utils/__init__.py -> build/lib/marquetry/utils 2023-10-22T03:16:29,798 creating build/lib/marquetry/datasets 2023-10-22T03:16:29,799 copying marquetry/datasets/trigonometric_curve.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,801 copying marquetry/datasets/titanic.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,803 copying marquetry/datasets/mnist.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,805 copying marquetry/datasets/csv_loader.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,808 copying marquetry/datasets/fashion_mnist.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,809 copying marquetry/datasets/__init__.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,811 copying marquetry/datasets/spiral.py -> build/lib/marquetry/datasets 2023-10-22T03:16:29,813 creating build/lib/marquetry/layers 2023-10-22T03:16:29,814 copying marquetry/layers/__init__.py -> build/lib/marquetry/layers 2023-10-22T03:16:29,816 creating build/lib/marquetry/functions 2023-10-22T03:16:29,817 copying marquetry/functions/__init__.py -> build/lib/marquetry/functions 2023-10-22T03:16:29,820 creating build/lib/marquetry/models 2023-10-22T03:16:29,821 copying marquetry/models/__init__.py -> build/lib/marquetry/models 2023-10-22T03:16:29,823 creating build/lib/marquetry/ml 2023-10-22T03:16:29,824 copying marquetry/ml/__init__.py -> build/lib/marquetry/ml 2023-10-22T03:16:30,102 creating build/lib/marquetry/preprocesses 2023-10-22T03:16:30,103 copying marquetry/preprocesses/__init__.py -> build/lib/marquetry/preprocesses 2023-10-22T03:16:30,106 creating build/lib/marquetry/transformers 2023-10-22T03:16:30,107 copying marquetry/transformers/normalize.py -> build/lib/marquetry/transformers 2023-10-22T03:16:30,109 copying marquetry/transformers/compose.py -> build/lib/marquetry/transformers 2023-10-22T03:16:30,111 copying marquetry/transformers/flatten.py -> build/lib/marquetry/transformers 2023-10-22T03:16:30,113 copying marquetry/transformers/__init__.py -> build/lib/marquetry/transformers 2023-10-22T03:16:30,115 copying marquetry/transformers/astypes.py -> build/lib/marquetry/transformers 2023-10-22T03:16:30,117 creating build/lib/marquetry/dataloaders 2023-10-22T03:16:30,118 copying marquetry/dataloaders/dataloader.py -> build/lib/marquetry/dataloaders 2023-10-22T03:16:30,120 copying marquetry/dataloaders/sequence_dataloader.py -> build/lib/marquetry/dataloaders 2023-10-22T03:16:30,122 copying marquetry/dataloaders/__init__.py -> build/lib/marquetry/dataloaders 2023-10-22T03:16:30,124 creating build/lib/marquetry/optimizers 2023-10-22T03:16:30,125 copying marquetry/optimizers/lion.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,127 copying marquetry/optimizers/ada_grad.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,129 copying marquetry/optimizers/ada_delta.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,131 copying marquetry/optimizers/adamax.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,133 copying marquetry/optimizers/adam.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,135 copying marquetry/optimizers/__init__.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,138 copying marquetry/optimizers/momentum_sgd.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,140 copying marquetry/optimizers/sgd.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,143 copying marquetry/optimizers/nesterov.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,145 copying marquetry/optimizers/rmsprop.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,148 copying marquetry/optimizers/adam_w.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,150 copying marquetry/optimizers/nadam.py -> build/lib/marquetry/optimizers 2023-10-22T03:16:30,157 creating build/lib/marquetry/utils/visualize 2023-10-22T03:16:30,158 copying marquetry/utils/visualize/__init__.py -> build/lib/marquetry/utils/visualize 2023-10-22T03:16:30,161 copying marquetry/utils/visualize/dot_graph.py -> build/lib/marquetry/utils/visualize 2023-10-22T03:16:30,164 creating build/lib/marquetry/utils/tests 2023-10-22T03:16:30,165 copying marquetry/utils/tests/array_close.py -> build/lib/marquetry/utils/tests 2023-10-22T03:16:30,168 copying marquetry/utils/tests/array_equal.py -> build/lib/marquetry/utils/tests 2023-10-22T03:16:30,170 copying marquetry/utils/tests/__init__.py -> build/lib/marquetry/utils/tests 2023-10-22T03:16:30,172 copying marquetry/utils/tests/gradient_check.py -> build/lib/marquetry/utils/tests 2023-10-22T03:16:30,175 creating build/lib/marquetry/utils/numeric 2023-10-22T03:16:30,176 copying marquetry/utils/numeric/pair.py -> build/lib/marquetry/utils/numeric 2023-10-22T03:16:30,178 copying marquetry/utils/numeric/get_size.py -> build/lib/marquetry/utils/numeric 2023-10-22T03:16:30,180 copying marquetry/utils/numeric/__init__.py -> build/lib/marquetry/utils/numeric 2023-10-22T03:16:30,183 creating build/lib/marquetry/utils/tree_utils 2023-10-22T03:16:30,184 copying marquetry/utils/tree_utils/split_branch.py -> build/lib/marquetry/utils/tree_utils 2023-10-22T03:16:30,187 copying marquetry/utils/tree_utils/impurity_criterion.py -> build/lib/marquetry/utils/tree_utils 2023-10-22T03:16:30,190 copying marquetry/utils/tree_utils/information_gain.py -> build/lib/marquetry/utils/tree_utils 2023-10-22T03:16:30,193 copying marquetry/utils/tree_utils/__init__.py -> build/lib/marquetry/utils/tree_utils 2023-10-22T03:16:30,195 creating build/lib/marquetry/utils/gradients 2023-10-22T03:16:30,196 copying marquetry/utils/gradients/numerical_grad.py -> build/lib/marquetry/utils/gradients 2023-10-22T03:16:30,199 copying marquetry/utils/gradients/__init__.py -> build/lib/marquetry/utils/gradients 2023-10-22T03:16:30,202 creating build/lib/marquetry/utils/math 2023-10-22T03:16:30,203 copying marquetry/utils/math/sigmoid_array.py -> build/lib/marquetry/utils/math 2023-10-22T03:16:30,206 copying marquetry/utils/math/truncate_data.py -> build/lib/marquetry/utils/math 2023-10-22T03:16:30,208 copying marquetry/utils/math/backward_utils.py -> build/lib/marquetry/utils/math 2023-10-22T03:16:30,210 copying marquetry/utils/math/__init__.py -> build/lib/marquetry/utils/math 2023-10-22T03:16:30,212 copying marquetry/utils/math/sum_to.py -> build/lib/marquetry/utils/math 2023-10-22T03:16:30,214 copying marquetry/utils/math/log_sum_exp.py -> build/lib/marquetry/utils/math 2023-10-22T03:16:30,217 creating build/lib/marquetry/utils/io 2023-10-22T03:16:30,218 copying marquetry/utils/io/get_file.py -> build/lib/marquetry/utils/io 2023-10-22T03:16:30,222 copying marquetry/utils/io/__init__.py -> build/lib/marquetry/utils/io 2023-10-22T03:16:30,225 creating build/lib/marquetry/utils/array 2023-10-22T03:16:30,226 copying marquetry/utils/array/col2im_array.py -> build/lib/marquetry/utils/array 2023-10-22T03:16:30,229 copying marquetry/utils/array/im2col_array.py -> build/lib/marquetry/utils/array 2023-10-22T03:16:30,234 copying marquetry/utils/array/__init__.py -> build/lib/marquetry/utils/array 2023-10-22T03:16:30,236 creating build/lib/marquetry/layers/activations 2023-10-22T03:16:30,238 copying marquetry/layers/activations/prelu.py -> build/lib/marquetry/layers/activations 2023-10-22T03:16:30,240 copying marquetry/layers/activations/__init__.py -> build/lib/marquetry/layers/activations 2023-10-22T03:16:30,242 copying marquetry/layers/activations/dynamic_swish.py -> build/lib/marquetry/layers/activations 2023-10-22T03:16:30,245 creating build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,246 copying marquetry/layers/recurrent/bi_lstm.py -> build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,248 copying marquetry/layers/recurrent/embedding.py -> build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,250 copying marquetry/layers/recurrent/lstm.py -> build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,253 copying marquetry/layers/recurrent/gru.py -> build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,255 copying marquetry/layers/recurrent/__init__.py -> build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,257 copying marquetry/layers/recurrent/rnn.py -> build/lib/marquetry/layers/recurrent 2023-10-22T03:16:30,260 creating build/lib/marquetry/layers/normalize 2023-10-22T03:16:30,261 copying marquetry/layers/normalize/__init__.py -> build/lib/marquetry/layers/normalize 2023-10-22T03:16:30,263 copying marquetry/layers/normalize/batch_normalization.py -> build/lib/marquetry/layers/normalize 2023-10-22T03:16:30,265 copying marquetry/layers/normalize/layer_normalization.py -> build/lib/marquetry/layers/normalize 2023-10-22T03:16:30,268 creating build/lib/marquetry/layers/array 2023-10-22T03:16:30,269 copying marquetry/layers/array/linear.py -> build/lib/marquetry/layers/array 2023-10-22T03:16:30,272 copying marquetry/layers/array/convolution_2d.py -> build/lib/marquetry/layers/array 2023-10-22T03:16:30,274 copying marquetry/layers/array/__init__.py -> build/lib/marquetry/layers/array 2023-10-22T03:16:30,276 copying marquetry/layers/array/deconvolution_2d.py -> build/lib/marquetry/layers/array 2023-10-22T03:16:30,278 creating build/lib/marquetry/functions/normalization 2023-10-22T03:16:30,279 copying marquetry/functions/normalization/l2_normalization.py -> build/lib/marquetry/functions/normalization 2023-10-22T03:16:30,289 copying marquetry/functions/normalization/__init__.py -> build/lib/marquetry/functions/normalization 2023-10-22T03:16:30,291 copying marquetry/functions/normalization/batch_normalization.py -> build/lib/marquetry/functions/normalization 2023-10-22T03:16:30,294 copying marquetry/functions/normalization/layer_normalization.py -> build/lib/marquetry/functions/normalization 2023-10-22T03:16:30,297 creating build/lib/marquetry/functions/regularization 2023-10-22T03:16:30,298 copying marquetry/functions/regularization/__init__.py -> build/lib/marquetry/functions/regularization 2023-10-22T03:16:30,300 copying marquetry/functions/regularization/dropout.py -> build/lib/marquetry/functions/regularization 2023-10-22T03:16:30,304 creating build/lib/marquetry/functions/activations 2023-10-22T03:16:30,305 copying marquetry/functions/activations/mish.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,307 copying marquetry/functions/activations/softmax.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,309 copying marquetry/functions/activations/tanh.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,311 copying marquetry/functions/activations/gelu.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,314 copying marquetry/functions/activations/relu.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,316 copying marquetry/functions/activations/swish.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,318 copying marquetry/functions/activations/prelu.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,320 copying marquetry/functions/activations/glu.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,323 copying marquetry/functions/activations/log_softmax.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,333 copying marquetry/functions/activations/softplus.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,335 copying marquetry/functions/activations/sigmoid.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,337 copying marquetry/functions/activations/__init__.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,338 copying marquetry/functions/activations/identity.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,340 copying marquetry/functions/activations/leaky_relu.py -> build/lib/marquetry/functions/activations 2023-10-22T03:16:30,342 creating build/lib/marquetry/functions/pooling 2023-10-22T03:16:30,343 copying marquetry/functions/pooling/__init__.py -> build/lib/marquetry/functions/pooling 2023-10-22T03:16:30,345 copying marquetry/functions/pooling/max_pooling2d.py -> build/lib/marquetry/functions/pooling 2023-10-22T03:16:30,348 creating build/lib/marquetry/functions/math 2023-10-22T03:16:30,349 copying marquetry/functions/math/clip.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,352 copying marquetry/functions/math/average.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,354 copying marquetry/functions/math/reciprocal.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,356 copying marquetry/functions/math/hyperbolic.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,357 copying marquetry/functions/math/sqrt.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,359 copying marquetry/functions/math/max.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,361 copying marquetry/functions/math/trigonometric.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,363 copying marquetry/functions/math/square.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,365 copying marquetry/functions/math/absolute.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,376 copying marquetry/functions/math/sum.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,378 copying marquetry/functions/math/matmul.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,379 copying marquetry/functions/math/__init__.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,382 copying marquetry/functions/math/min.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,384 copying marquetry/functions/math/exponential.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,386 copying marquetry/functions/math/basic.py -> build/lib/marquetry/functions/math 2023-10-22T03:16:30,389 creating build/lib/marquetry/functions/connection 2023-10-22T03:16:30,390 copying marquetry/functions/connection/linear.py -> build/lib/marquetry/functions/connection 2023-10-22T03:16:30,393 copying marquetry/functions/connection/convolution_2d_grad_w.py -> build/lib/marquetry/functions/connection 2023-10-22T03:16:30,395 copying marquetry/functions/connection/convolution_2d.py -> build/lib/marquetry/functions/connection 2023-10-22T03:16:30,397 copying marquetry/functions/connection/__init__.py -> build/lib/marquetry/functions/connection 2023-10-22T03:16:30,399 copying marquetry/functions/connection/deconvolution_2d.py -> build/lib/marquetry/functions/connection 2023-10-22T03:16:30,404 creating build/lib/marquetry/functions/loss 2023-10-22T03:16:30,405 copying marquetry/functions/loss/__init__.py -> build/lib/marquetry/functions/loss 2023-10-22T03:16:30,408 creating build/lib/marquetry/functions/array 2023-10-22T03:16:30,409 copying marquetry/functions/array/broadcast_to.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,411 copying marquetry/functions/array/repeat.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,413 copying marquetry/functions/array/squeeze.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,416 copying marquetry/functions/array/split.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,418 copying marquetry/functions/array/concat.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,420 copying marquetry/functions/array/unsqueeze.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,422 copying marquetry/functions/array/flatten.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,424 copying marquetry/functions/array/__init__.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,426 copying marquetry/functions/array/transpose.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,428 copying marquetry/functions/array/get_item.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,430 copying marquetry/functions/array/reshape.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,432 copying marquetry/functions/array/col2im.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,435 copying marquetry/functions/array/sum_to.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,437 copying marquetry/functions/array/im2col.py -> build/lib/marquetry/functions/array 2023-10-22T03:16:30,439 creating build/lib/marquetry/functions/evaluation 2023-10-22T03:16:30,441 copying marquetry/functions/evaluation/__init__.py -> build/lib/marquetry/functions/evaluation 2023-10-22T03:16:30,456 creating build/lib/marquetry/functions/loss/regression 2023-10-22T03:16:30,457 copying marquetry/functions/loss/regression/mean_squared_error.py -> build/lib/marquetry/functions/loss/regression 2023-10-22T03:16:30,459 copying marquetry/functions/loss/regression/__init__.py -> build/lib/marquetry/functions/loss/regression 2023-10-22T03:16:30,461 copying marquetry/functions/loss/regression/mean_absolute_error.py -> build/lib/marquetry/functions/loss/regression 2023-10-22T03:16:30,463 creating build/lib/marquetry/functions/loss/classification 2023-10-22T03:16:30,464 copying marquetry/functions/loss/classification/softmax_cross_entropy.py -> build/lib/marquetry/functions/loss/classification 2023-10-22T03:16:30,466 copying marquetry/functions/loss/classification/sigmoid_cross_entropy.py -> build/lib/marquetry/functions/loss/classification 2023-10-22T03:16:30,468 copying marquetry/functions/loss/classification/classification_cross_entropy.py -> build/lib/marquetry/functions/loss/classification 2023-10-22T03:16:30,470 copying marquetry/functions/loss/classification/__init__.py -> build/lib/marquetry/functions/loss/classification 2023-10-22T03:16:30,472 creating build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,473 copying marquetry/functions/evaluation/regression/mean_squared_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,475 copying marquetry/functions/evaluation/regression/multiple_correlation_coefficient.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,477 copying marquetry/functions/evaluation/regression/root_mean_squared_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,479 copying marquetry/functions/evaluation/regression/r2_score.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,481 copying marquetry/functions/evaluation/regression/relative_squared_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,483 copying marquetry/functions/evaluation/regression/__init__.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,485 copying marquetry/functions/evaluation/regression/mean_absolute_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,487 copying marquetry/functions/evaluation/regression/relative_absolute_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,489 creating build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,491 copying marquetry/functions/evaluation/classification/classification_error.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,493 copying marquetry/functions/evaluation/classification/recall.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,496 copying marquetry/functions/evaluation/classification/accuracy.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,498 copying marquetry/functions/evaluation/classification/__init__.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,500 copying marquetry/functions/evaluation/classification/f_score.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,502 copying marquetry/functions/evaluation/classification/precision.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,505 creating build/lib/marquetry/models/multi_layer_fnn 2023-10-22T03:16:30,506 copying marquetry/models/multi_layer_fnn/__init__.py -> build/lib/marquetry/models/multi_layer_fnn 2023-10-22T03:16:30,508 copying marquetry/models/multi_layer_fnn/mlp.py -> build/lib/marquetry/models/multi_layer_fnn 2023-10-22T03:16:30,510 creating build/lib/marquetry/models/sequential_wrapper 2023-10-22T03:16:30,511 copying marquetry/models/sequential_wrapper/sequential.py -> build/lib/marquetry/models/sequential_wrapper 2023-10-22T03:16:30,513 copying marquetry/models/sequential_wrapper/__init__.py -> build/lib/marquetry/models/sequential_wrapper 2023-10-22T03:16:30,515 creating build/lib/marquetry/models/cnn 2023-10-22T03:16:30,516 copying marquetry/models/cnn/cnn.py -> build/lib/marquetry/models/cnn 2023-10-22T03:16:30,518 copying marquetry/models/cnn/__init__.py -> build/lib/marquetry/models/cnn 2023-10-22T03:16:30,520 creating build/lib/marquetry/ml/tree 2023-10-22T03:16:30,521 copying marquetry/ml/tree/random_forest.py -> build/lib/marquetry/ml/tree 2023-10-22T03:16:30,524 copying marquetry/ml/tree/regression_tree.py -> build/lib/marquetry/ml/tree 2023-10-22T03:16:30,526 copying marquetry/ml/tree/classification_tree.py -> build/lib/marquetry/ml/tree 2023-10-22T03:16:30,528 copying marquetry/ml/tree/__init__.py -> build/lib/marquetry/ml/tree 2023-10-22T03:16:30,530 creating build/lib/marquetry/preprocesses/imputation 2023-10-22T03:16:30,533 copying marquetry/preprocesses/imputation/miss_imputation.py -> build/lib/marquetry/preprocesses/imputation 2023-10-22T03:16:30,536 copying marquetry/preprocesses/imputation/__init__.py -> build/lib/marquetry/preprocesses/imputation 2023-10-22T03:16:30,538 creating build/lib/marquetry/preprocesses/encodes 2023-10-22T03:16:30,539 copying marquetry/preprocesses/encodes/one_hot_encode.py -> build/lib/marquetry/preprocesses/encodes 2023-10-22T03:16:30,541 copying marquetry/preprocesses/encodes/__init__.py -> build/lib/marquetry/preprocesses/encodes 2023-10-22T03:16:30,542 copying marquetry/preprocesses/encodes/label_encode.py -> build/lib/marquetry/preprocesses/encodes 2023-10-22T03:16:30,545 creating build/lib/marquetry/preprocesses/normalize 2023-10-22T03:16:30,546 copying marquetry/preprocesses/normalize/column_normalize.py -> build/lib/marquetry/preprocesses/normalize 2023-10-22T03:16:30,549 copying marquetry/preprocesses/normalize/__init__.py -> build/lib/marquetry/preprocesses/normalize 2023-10-22T03:16:30,550 copying marquetry/preprocesses/normalize/column_standardize.py -> build/lib/marquetry/preprocesses/normalize 2023-10-22T03:16:30,598 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-10-22T03:16:30,598 !! 2023-10-22T03:16:30,600 ******************************************************************************** 2023-10-22T03:16:30,600 Please avoid running ``setup.py`` directly. 2023-10-22T03:16:30,601 Instead, use pypa/build, pypa/installer or other 2023-10-22T03:16:30,602 standards-based tools. 2023-10-22T03:16:30,603 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-10-22T03:16:30,603 ******************************************************************************** 2023-10-22T03:16:30,605 !! 2023-10-22T03:16:30,605 self.initialize_options() 2023-10-22T03:16:30,625 installing to build/bdist.linux-armv7l/wheel 2023-10-22T03:16:30,626 running install 2023-10-22T03:16:30,650 running install_lib 2023-10-22T03:16:30,674 creating build/bdist.linux-armv7l 2023-10-22T03:16:30,675 creating build/bdist.linux-armv7l/wheel 2023-10-22T03:16:30,676 creating build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,681 copying build/lib/marquetry/model.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,681 copying build/lib/marquetry/preprocess.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,682 copying build/lib/marquetry/function.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,684 copying build/lib/marquetry/container.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,687 copying build/lib/marquetry/cuda_backend.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,690 creating build/bdist.linux-armv7l/wheel/marquetry/utils 2023-10-22T03:16:30,691 creating build/bdist.linux-armv7l/wheel/marquetry/utils/visualize 2023-10-22T03:16:30,692 copying build/lib/marquetry/utils/visualize/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/visualize 2023-10-22T03:16:30,694 copying build/lib/marquetry/utils/visualize/dot_graph.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/visualize 2023-10-22T03:16:30,696 creating build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-22T03:16:30,697 copying build/lib/marquetry/utils/tests/array_close.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-22T03:16:30,699 copying build/lib/marquetry/utils/tests/array_equal.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-22T03:16:30,700 copying build/lib/marquetry/utils/tests/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-22T03:16:30,702 copying build/lib/marquetry/utils/tests/gradient_check.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-22T03:16:30,704 creating build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-22T03:16:30,705 copying build/lib/marquetry/utils/numeric/pair.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-22T03:16:30,707 copying build/lib/marquetry/utils/numeric/get_size.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-22T03:16:30,708 copying build/lib/marquetry/utils/numeric/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-22T03:16:30,710 creating build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-22T03:16:30,711 copying build/lib/marquetry/utils/tree_utils/split_branch.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-22T03:16:30,714 copying build/lib/marquetry/utils/tree_utils/impurity_criterion.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-22T03:16:30,716 copying build/lib/marquetry/utils/tree_utils/information_gain.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-22T03:16:30,718 copying build/lib/marquetry/utils/tree_utils/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-22T03:16:30,719 creating build/bdist.linux-armv7l/wheel/marquetry/utils/gradients 2023-10-22T03:16:30,720 copying build/lib/marquetry/utils/gradients/numerical_grad.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/gradients 2023-10-22T03:16:30,722 copying build/lib/marquetry/utils/gradients/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/gradients 2023-10-22T03:16:30,724 creating build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,725 copying build/lib/marquetry/utils/math/sigmoid_array.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,727 copying build/lib/marquetry/utils/math/truncate_data.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,729 copying build/lib/marquetry/utils/math/backward_utils.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,731 copying build/lib/marquetry/utils/math/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,733 copying build/lib/marquetry/utils/math/sum_to.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,735 copying build/lib/marquetry/utils/math/log_sum_exp.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-22T03:16:30,736 copying build/lib/marquetry/utils/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils 2023-10-22T03:16:30,739 creating build/bdist.linux-armv7l/wheel/marquetry/utils/io 2023-10-22T03:16:30,740 copying build/lib/marquetry/utils/io/get_file.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/io 2023-10-22T03:16:30,742 copying build/lib/marquetry/utils/io/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/io 2023-10-22T03:16:30,743 creating build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-22T03:16:30,744 copying build/lib/marquetry/utils/array/col2im_array.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-22T03:16:30,746 copying build/lib/marquetry/utils/array/im2col_array.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-22T03:16:30,748 copying build/lib/marquetry/utils/array/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-22T03:16:30,750 copying build/lib/marquetry/configuration.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,752 creating build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,753 copying build/lib/marquetry/datasets/trigonometric_curve.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,755 copying build/lib/marquetry/datasets/titanic.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,757 copying build/lib/marquetry/datasets/mnist.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,759 copying build/lib/marquetry/datasets/csv_loader.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,762 copying build/lib/marquetry/datasets/fashion_mnist.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,764 copying build/lib/marquetry/datasets/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,766 copying build/lib/marquetry/datasets/spiral.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-22T03:16:30,767 copying build/lib/marquetry/machine_learning.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,771 creating build/bdist.linux-armv7l/wheel/marquetry/layers 2023-10-22T03:16:30,772 creating build/bdist.linux-armv7l/wheel/marquetry/layers/activations 2023-10-22T03:16:30,773 copying build/lib/marquetry/layers/activations/prelu.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/activations 2023-10-22T03:16:30,775 copying build/lib/marquetry/layers/activations/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/activations 2023-10-22T03:16:30,777 copying build/lib/marquetry/layers/activations/dynamic_swish.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/activations 2023-10-22T03:16:30,779 creating build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,780 copying build/lib/marquetry/layers/recurrent/bi_lstm.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,782 copying build/lib/marquetry/layers/recurrent/embedding.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,784 copying build/lib/marquetry/layers/recurrent/lstm.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,786 copying build/lib/marquetry/layers/recurrent/gru.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,788 copying build/lib/marquetry/layers/recurrent/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,789 copying build/lib/marquetry/layers/recurrent/rnn.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-22T03:16:30,792 creating build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-22T03:16:30,793 copying build/lib/marquetry/layers/normalize/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-22T03:16:30,795 copying build/lib/marquetry/layers/normalize/batch_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-22T03:16:30,797 copying build/lib/marquetry/layers/normalize/layer_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-22T03:16:30,798 copying build/lib/marquetry/layers/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers 2023-10-22T03:16:30,800 creating build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-22T03:16:30,801 copying build/lib/marquetry/layers/array/linear.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-22T03:16:30,803 copying build/lib/marquetry/layers/array/convolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-22T03:16:30,805 copying build/lib/marquetry/layers/array/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-22T03:16:30,807 copying build/lib/marquetry/layers/array/deconvolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-22T03:16:30,809 copying build/lib/marquetry/layer.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,812 creating build/bdist.linux-armv7l/wheel/marquetry/functions 2023-10-22T03:16:30,813 creating build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-22T03:16:30,814 copying build/lib/marquetry/functions/normalization/l2_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-22T03:16:30,816 copying build/lib/marquetry/functions/normalization/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-22T03:16:30,818 copying build/lib/marquetry/functions/normalization/batch_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-22T03:16:30,820 copying build/lib/marquetry/functions/normalization/layer_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-22T03:16:30,823 creating build/bdist.linux-armv7l/wheel/marquetry/functions/regularization 2023-10-22T03:16:30,824 copying build/lib/marquetry/functions/regularization/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/regularization 2023-10-22T03:16:30,825 copying build/lib/marquetry/functions/regularization/dropout.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/regularization 2023-10-22T03:16:30,828 creating build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,829 copying build/lib/marquetry/functions/activations/mish.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,831 copying build/lib/marquetry/functions/activations/softmax.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,833 copying build/lib/marquetry/functions/activations/tanh.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,835 copying build/lib/marquetry/functions/activations/gelu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,837 copying build/lib/marquetry/functions/activations/relu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,839 copying build/lib/marquetry/functions/activations/swish.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,841 copying build/lib/marquetry/functions/activations/prelu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,843 copying build/lib/marquetry/functions/activations/glu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,845 copying build/lib/marquetry/functions/activations/log_softmax.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,847 copying build/lib/marquetry/functions/activations/softplus.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,849 copying build/lib/marquetry/functions/activations/sigmoid.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,851 copying build/lib/marquetry/functions/activations/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,852 copying build/lib/marquetry/functions/activations/identity.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,854 copying build/lib/marquetry/functions/activations/leaky_relu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-22T03:16:30,857 creating build/bdist.linux-armv7l/wheel/marquetry/functions/pooling 2023-10-22T03:16:30,858 copying build/lib/marquetry/functions/pooling/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/pooling 2023-10-22T03:16:30,859 copying build/lib/marquetry/functions/pooling/max_pooling2d.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/pooling 2023-10-22T03:16:30,862 creating build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,863 copying build/lib/marquetry/functions/math/clip.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,865 copying build/lib/marquetry/functions/math/average.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,867 copying build/lib/marquetry/functions/math/reciprocal.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,869 copying build/lib/marquetry/functions/math/hyperbolic.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,871 copying build/lib/marquetry/functions/math/sqrt.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,873 copying build/lib/marquetry/functions/math/max.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,874 copying build/lib/marquetry/functions/math/trigonometric.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,876 copying build/lib/marquetry/functions/math/square.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,878 copying build/lib/marquetry/functions/math/absolute.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,880 copying build/lib/marquetry/functions/math/sum.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,882 copying build/lib/marquetry/functions/math/matmul.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,884 copying build/lib/marquetry/functions/math/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,885 copying build/lib/marquetry/functions/math/min.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,887 copying build/lib/marquetry/functions/math/exponential.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,889 copying build/lib/marquetry/functions/math/basic.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-22T03:16:30,892 copying build/lib/marquetry/functions/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions 2023-10-22T03:16:30,894 creating build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-22T03:16:30,895 copying build/lib/marquetry/functions/connection/linear.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-22T03:16:30,897 copying build/lib/marquetry/functions/connection/convolution_2d_grad_w.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-22T03:16:30,899 copying build/lib/marquetry/functions/connection/convolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-22T03:16:30,901 copying build/lib/marquetry/functions/connection/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-22T03:16:30,903 copying build/lib/marquetry/functions/connection/deconvolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-22T03:16:30,906 creating build/bdist.linux-armv7l/wheel/marquetry/functions/loss 2023-10-22T03:16:30,907 creating build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-22T03:16:30,908 copying build/lib/marquetry/functions/loss/regression/mean_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-22T03:16:30,910 copying build/lib/marquetry/functions/loss/regression/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-22T03:16:30,911 copying build/lib/marquetry/functions/loss/regression/mean_absolute_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-22T03:16:30,913 copying build/lib/marquetry/functions/loss/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss 2023-10-22T03:16:30,915 creating build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-22T03:16:30,916 copying build/lib/marquetry/functions/loss/classification/softmax_cross_entropy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-22T03:16:30,917 copying build/lib/marquetry/functions/loss/classification/sigmoid_cross_entropy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-22T03:16:30,919 copying build/lib/marquetry/functions/loss/classification/classification_cross_entropy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-22T03:16:30,921 copying build/lib/marquetry/functions/loss/classification/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-22T03:16:30,923 creating build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,924 copying build/lib/marquetry/functions/array/broadcast_to.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,926 copying build/lib/marquetry/functions/array/repeat.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,928 copying build/lib/marquetry/functions/array/squeeze.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,930 copying build/lib/marquetry/functions/array/split.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,932 copying build/lib/marquetry/functions/array/concat.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,934 copying build/lib/marquetry/functions/array/unsqueeze.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,936 copying build/lib/marquetry/functions/array/flatten.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,937 copying build/lib/marquetry/functions/array/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,939 copying build/lib/marquetry/functions/array/transpose.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,941 copying build/lib/marquetry/functions/array/get_item.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,943 copying build/lib/marquetry/functions/array/reshape.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,944 copying build/lib/marquetry/functions/array/col2im.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,946 copying build/lib/marquetry/functions/array/sum_to.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,948 copying build/lib/marquetry/functions/array/im2col.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-22T03:16:30,950 creating build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation 2023-10-22T03:16:30,951 creating build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,953 copying build/lib/marquetry/functions/evaluation/regression/mean_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,954 copying build/lib/marquetry/functions/evaluation/regression/multiple_correlation_coefficient.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,956 copying build/lib/marquetry/functions/evaluation/regression/root_mean_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,958 copying build/lib/marquetry/functions/evaluation/regression/r2_score.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,959 copying build/lib/marquetry/functions/evaluation/regression/relative_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,961 copying build/lib/marquetry/functions/evaluation/regression/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,963 copying build/lib/marquetry/functions/evaluation/regression/mean_absolute_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,964 copying build/lib/marquetry/functions/evaluation/regression/relative_absolute_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-22T03:16:30,966 copying build/lib/marquetry/functions/evaluation/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation 2023-10-22T03:16:30,968 creating build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,969 copying build/lib/marquetry/functions/evaluation/classification/classification_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,980 copying build/lib/marquetry/functions/evaluation/classification/recall.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,983 copying build/lib/marquetry/functions/evaluation/classification/accuracy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,985 copying build/lib/marquetry/functions/evaluation/classification/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,986 copying build/lib/marquetry/functions/evaluation/classification/f_score.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,988 copying build/lib/marquetry/functions/evaluation/classification/precision.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-22T03:16:30,991 copying build/lib/marquetry/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,992 copying build/lib/marquetry/dataset.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:30,995 creating build/bdist.linux-armv7l/wheel/marquetry/models 2023-10-22T03:16:30,996 creating build/bdist.linux-armv7l/wheel/marquetry/models/multi_layer_fnn 2023-10-22T03:16:30,997 copying build/lib/marquetry/models/multi_layer_fnn/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models/multi_layer_fnn 2023-10-22T03:16:30,999 copying build/lib/marquetry/models/multi_layer_fnn/mlp.py -> build/bdist.linux-armv7l/wheel/marquetry/models/multi_layer_fnn 2023-10-22T03:16:31,001 creating build/bdist.linux-armv7l/wheel/marquetry/models/sequential_wrapper 2023-10-22T03:16:31,002 copying build/lib/marquetry/models/sequential_wrapper/sequential.py -> build/bdist.linux-armv7l/wheel/marquetry/models/sequential_wrapper 2023-10-22T03:16:31,004 copying build/lib/marquetry/models/sequential_wrapper/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models/sequential_wrapper 2023-10-22T03:16:31,005 copying build/lib/marquetry/models/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models 2023-10-22T03:16:31,008 creating build/bdist.linux-armv7l/wheel/marquetry/models/cnn 2023-10-22T03:16:31,008 copying build/lib/marquetry/models/cnn/cnn.py -> build/bdist.linux-armv7l/wheel/marquetry/models/cnn 2023-10-22T03:16:31,010 copying build/lib/marquetry/models/cnn/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models/cnn 2023-10-22T03:16:31,012 creating build/bdist.linux-armv7l/wheel/marquetry/ml 2023-10-22T03:16:31,013 creating build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-22T03:16:31,014 copying build/lib/marquetry/ml/tree/random_forest.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-22T03:16:31,016 copying build/lib/marquetry/ml/tree/regression_tree.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-22T03:16:31,018 copying build/lib/marquetry/ml/tree/classification_tree.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-22T03:16:31,020 copying build/lib/marquetry/ml/tree/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-22T03:16:31,021 copying build/lib/marquetry/ml/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/ml 2023-10-22T03:16:31,023 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses 2023-10-22T03:16:31,024 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses/imputation 2023-10-22T03:16:31,025 copying build/lib/marquetry/preprocesses/imputation/miss_imputation.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/imputation 2023-10-22T03:16:31,028 copying build/lib/marquetry/preprocesses/imputation/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/imputation 2023-10-22T03:16:31,030 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-22T03:16:31,030 copying build/lib/marquetry/preprocesses/encodes/one_hot_encode.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-22T03:16:31,033 copying build/lib/marquetry/preprocesses/encodes/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-22T03:16:31,034 copying build/lib/marquetry/preprocesses/encodes/label_encode.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-22T03:16:31,037 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-22T03:16:31,038 copying build/lib/marquetry/preprocesses/normalize/column_normalize.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-22T03:16:31,040 copying build/lib/marquetry/preprocesses/normalize/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-22T03:16:31,041 copying build/lib/marquetry/preprocesses/normalize/column_standardize.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-22T03:16:31,043 copying build/lib/marquetry/preprocesses/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses 2023-10-22T03:16:31,045 copying build/lib/marquetry/optimizer.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-22T03:16:31,048 creating build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-22T03:16:31,049 copying build/lib/marquetry/transformers/normalize.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-22T03:16:31,050 copying build/lib/marquetry/transformers/compose.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-22T03:16:31,052 copying build/lib/marquetry/transformers/flatten.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-22T03:16:31,054 copying build/lib/marquetry/transformers/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-22T03:16:31,056 copying build/lib/marquetry/transformers/astypes.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-22T03:16:31,058 creating build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-22T03:16:31,059 copying build/lib/marquetry/dataloaders/dataloader.py -> build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-22T03:16:31,061 copying build/lib/marquetry/dataloaders/sequence_dataloader.py -> build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-22T03:16:31,063 copying build/lib/marquetry/dataloaders/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-22T03:16:31,065 creating build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,065 copying build/lib/marquetry/optimizers/lion.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,067 copying build/lib/marquetry/optimizers/ada_grad.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,069 copying build/lib/marquetry/optimizers/ada_delta.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,071 copying build/lib/marquetry/optimizers/adamax.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,073 copying build/lib/marquetry/optimizers/adam.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,075 copying build/lib/marquetry/optimizers/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,077 copying build/lib/marquetry/optimizers/momentum_sgd.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,078 copying build/lib/marquetry/optimizers/sgd.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,080 copying build/lib/marquetry/optimizers/nesterov.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,082 copying build/lib/marquetry/optimizers/rmsprop.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,083 copying build/lib/marquetry/optimizers/adam_w.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,085 copying build/lib/marquetry/optimizers/nadam.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-22T03:16:31,087 running install_egg_info 2023-10-22T03:16:31,145 running egg_info 2023-10-22T03:16:31,169 writing marquetry.egg-info/PKG-INFO 2023-10-22T03:16:31,172 writing dependency_links to marquetry.egg-info/dependency_links.txt 2023-10-22T03:16:31,173 writing requirements to marquetry.egg-info/requires.txt 2023-10-22T03:16:31,175 writing top-level names to marquetry.egg-info/top_level.txt 2023-10-22T03:16:31,222 reading manifest file 'marquetry.egg-info/SOURCES.txt' 2023-10-22T03:16:31,227 adding license file 'LICENSE.md' 2023-10-22T03:16:31,237 writing manifest file 'marquetry.egg-info/SOURCES.txt' 2023-10-22T03:16:31,238 Copying marquetry.egg-info to build/bdist.linux-armv7l/wheel/marquetry-0.2.0-py3.11.egg-info 2023-10-22T03:16:31,248 running install_scripts 2023-10-22T03:16:31,260 creating build/bdist.linux-armv7l/wheel/marquetry-0.2.0.dist-info/WHEEL 2023-10-22T03:16:31,263 creating '/tmp/pip-wheel-xy2blzqp/marquetry-0.2.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-10-22T03:16:31,265 adding 'marquetry/__init__.py' 2023-10-22T03:16:31,266 adding 'marquetry/configuration.py' 2023-10-22T03:16:31,271 adding 'marquetry/container.py' 2023-10-22T03:16:31,273 adding 'marquetry/cuda_backend.py' 2023-10-22T03:16:31,274 adding 'marquetry/dataset.py' 2023-10-22T03:16:31,276 adding 'marquetry/function.py' 2023-10-22T03:16:31,277 adding 'marquetry/layer.py' 2023-10-22T03:16:31,279 adding 'marquetry/machine_learning.py' 2023-10-22T03:16:31,280 adding 'marquetry/model.py' 2023-10-22T03:16:31,281 adding 'marquetry/optimizer.py' 2023-10-22T03:16:31,283 adding 'marquetry/preprocess.py' 2023-10-22T03:16:31,284 adding 'marquetry/dataloaders/__init__.py' 2023-10-22T03:16:31,286 adding 'marquetry/dataloaders/dataloader.py' 2023-10-22T03:16:31,287 adding 'marquetry/dataloaders/sequence_dataloader.py' 2023-10-22T03:16:31,289 adding 'marquetry/datasets/__init__.py' 2023-10-22T03:16:31,291 adding 'marquetry/datasets/csv_loader.py' 2023-10-22T03:16:31,293 adding 'marquetry/datasets/fashion_mnist.py' 2023-10-22T03:16:31,294 adding 'marquetry/datasets/mnist.py' 2023-10-22T03:16:31,295 adding 'marquetry/datasets/spiral.py' 2023-10-22T03:16:31,297 adding 'marquetry/datasets/titanic.py' 2023-10-22T03:16:31,298 adding 'marquetry/datasets/trigonometric_curve.py' 2023-10-22T03:16:31,300 adding 'marquetry/functions/__init__.py' 2023-10-22T03:16:31,301 adding 'marquetry/functions/activations/__init__.py' 2023-10-22T03:16:31,303 adding 'marquetry/functions/activations/gelu.py' 2023-10-22T03:16:31,304 adding 'marquetry/functions/activations/glu.py' 2023-10-22T03:16:31,305 adding 'marquetry/functions/activations/identity.py' 2023-10-22T03:16:31,306 adding 'marquetry/functions/activations/leaky_relu.py' 2023-10-22T03:16:31,307 adding 'marquetry/functions/activations/log_softmax.py' 2023-10-22T03:16:31,308 adding 'marquetry/functions/activations/mish.py' 2023-10-22T03:16:31,310 adding 'marquetry/functions/activations/prelu.py' 2023-10-22T03:16:31,311 adding 'marquetry/functions/activations/relu.py' 2023-10-22T03:16:31,312 adding 'marquetry/functions/activations/sigmoid.py' 2023-10-22T03:16:31,313 adding 'marquetry/functions/activations/softmax.py' 2023-10-22T03:16:31,314 adding 'marquetry/functions/activations/softplus.py' 2023-10-22T03:16:31,316 adding 'marquetry/functions/activations/swish.py' 2023-10-22T03:16:31,317 adding 'marquetry/functions/activations/tanh.py' 2023-10-22T03:16:31,319 adding 'marquetry/functions/array/__init__.py' 2023-10-22T03:16:31,320 adding 'marquetry/functions/array/broadcast_to.py' 2023-10-22T03:16:31,321 adding 'marquetry/functions/array/col2im.py' 2023-10-22T03:16:31,322 adding 'marquetry/functions/array/concat.py' 2023-10-22T03:16:31,323 adding 'marquetry/functions/array/flatten.py' 2023-10-22T03:16:31,325 adding 'marquetry/functions/array/get_item.py' 2023-10-22T03:16:31,326 adding 'marquetry/functions/array/im2col.py' 2023-10-22T03:16:31,327 adding 'marquetry/functions/array/repeat.py' 2023-10-22T03:16:31,328 adding 'marquetry/functions/array/reshape.py' 2023-10-22T03:16:31,330 adding 'marquetry/functions/array/split.py' 2023-10-22T03:16:31,331 adding 'marquetry/functions/array/squeeze.py' 2023-10-22T03:16:31,332 adding 'marquetry/functions/array/sum_to.py' 2023-10-22T03:16:31,333 adding 'marquetry/functions/array/transpose.py' 2023-10-22T03:16:31,335 adding 'marquetry/functions/array/unsqueeze.py' 2023-10-22T03:16:31,336 adding 'marquetry/functions/connection/__init__.py' 2023-10-22T03:16:31,338 adding 'marquetry/functions/connection/convolution_2d.py' 2023-10-22T03:16:31,339 adding 'marquetry/functions/connection/convolution_2d_grad_w.py' 2023-10-22T03:16:31,340 adding 'marquetry/functions/connection/deconvolution_2d.py' 2023-10-22T03:16:31,342 adding 'marquetry/functions/connection/linear.py' 2023-10-22T03:16:31,343 adding 'marquetry/functions/evaluation/__init__.py' 2023-10-22T03:16:31,345 adding 'marquetry/functions/evaluation/classification/__init__.py' 2023-10-22T03:16:31,346 adding 'marquetry/functions/evaluation/classification/accuracy.py' 2023-10-22T03:16:31,348 adding 'marquetry/functions/evaluation/classification/classification_error.py' 2023-10-22T03:16:31,349 adding 'marquetry/functions/evaluation/classification/f_score.py' 2023-10-22T03:16:31,351 adding 'marquetry/functions/evaluation/classification/precision.py' 2023-10-22T03:16:31,352 adding 'marquetry/functions/evaluation/classification/recall.py' 2023-10-22T03:16:31,354 adding 'marquetry/functions/evaluation/regression/__init__.py' 2023-10-22T03:16:31,355 adding 'marquetry/functions/evaluation/regression/mean_absolute_error.py' 2023-10-22T03:16:31,356 adding 'marquetry/functions/evaluation/regression/mean_squared_error.py' 2023-10-22T03:16:31,357 adding 'marquetry/functions/evaluation/regression/multiple_correlation_coefficient.py' 2023-10-22T03:16:31,359 adding 'marquetry/functions/evaluation/regression/r2_score.py' 2023-10-22T03:16:31,360 adding 'marquetry/functions/evaluation/regression/relative_absolute_error.py' 2023-10-22T03:16:31,361 adding 'marquetry/functions/evaluation/regression/relative_squared_error.py' 2023-10-22T03:16:31,363 adding 'marquetry/functions/evaluation/regression/root_mean_squared_error.py' 2023-10-22T03:16:31,364 adding 'marquetry/functions/loss/__init__.py' 2023-10-22T03:16:31,366 adding 'marquetry/functions/loss/classification/__init__.py' 2023-10-22T03:16:31,367 adding 'marquetry/functions/loss/classification/classification_cross_entropy.py' 2023-10-22T03:16:31,368 adding 'marquetry/functions/loss/classification/sigmoid_cross_entropy.py' 2023-10-22T03:16:31,369 adding 'marquetry/functions/loss/classification/softmax_cross_entropy.py' 2023-10-22T03:16:31,371 adding 'marquetry/functions/loss/regression/__init__.py' 2023-10-22T03:16:31,372 adding 'marquetry/functions/loss/regression/mean_absolute_error.py' 2023-10-22T03:16:31,373 adding 'marquetry/functions/loss/regression/mean_squared_error.py' 2023-10-22T03:16:31,374 adding 'marquetry/functions/math/__init__.py' 2023-10-22T03:16:31,376 adding 'marquetry/functions/math/absolute.py' 2023-10-22T03:16:31,377 adding 'marquetry/functions/math/average.py' 2023-10-22T03:16:31,379 adding 'marquetry/functions/math/basic.py' 2023-10-22T03:16:31,380 adding 'marquetry/functions/math/clip.py' 2023-10-22T03:16:31,381 adding 'marquetry/functions/math/exponential.py' 2023-10-22T03:16:31,382 adding 'marquetry/functions/math/hyperbolic.py' 2023-10-22T03:16:31,384 adding 'marquetry/functions/math/matmul.py' 2023-10-22T03:16:31,385 adding 'marquetry/functions/math/max.py' 2023-10-22T03:16:31,386 adding 'marquetry/functions/math/min.py' 2023-10-22T03:16:31,387 adding 'marquetry/functions/math/reciprocal.py' 2023-10-22T03:16:31,388 adding 'marquetry/functions/math/sqrt.py' 2023-10-22T03:16:31,390 adding 'marquetry/functions/math/square.py' 2023-10-22T03:16:31,391 adding 'marquetry/functions/math/sum.py' 2023-10-22T03:16:31,392 adding 'marquetry/functions/math/trigonometric.py' 2023-10-22T03:16:31,394 adding 'marquetry/functions/normalization/__init__.py' 2023-10-22T03:16:31,395 adding 'marquetry/functions/normalization/batch_normalization.py' 2023-10-22T03:16:31,397 adding 'marquetry/functions/normalization/l2_normalization.py' 2023-10-22T03:16:31,398 adding 'marquetry/functions/normalization/layer_normalization.py' 2023-10-22T03:16:31,400 adding 'marquetry/functions/pooling/__init__.py' 2023-10-22T03:16:31,401 adding 'marquetry/functions/pooling/max_pooling2d.py' 2023-10-22T03:16:31,403 adding 'marquetry/functions/regularization/__init__.py' 2023-10-22T03:16:31,404 adding 'marquetry/functions/regularization/dropout.py' 2023-10-22T03:16:31,406 adding 'marquetry/layers/__init__.py' 2023-10-22T03:16:31,407 adding 'marquetry/layers/activations/__init__.py' 2023-10-22T03:16:31,408 adding 'marquetry/layers/activations/dynamic_swish.py' 2023-10-22T03:16:31,410 adding 'marquetry/layers/activations/prelu.py' 2023-10-22T03:16:31,411 adding 'marquetry/layers/array/__init__.py' 2023-10-22T03:16:31,413 adding 'marquetry/layers/array/convolution_2d.py' 2023-10-22T03:16:31,414 adding 'marquetry/layers/array/deconvolution_2d.py' 2023-10-22T03:16:31,416 adding 'marquetry/layers/array/linear.py' 2023-10-22T03:16:31,417 adding 'marquetry/layers/normalize/__init__.py' 2023-10-22T03:16:31,419 adding 'marquetry/layers/normalize/batch_normalization.py' 2023-10-22T03:16:31,420 adding 'marquetry/layers/normalize/layer_normalization.py' 2023-10-22T03:16:31,422 adding 'marquetry/layers/recurrent/__init__.py' 2023-10-22T03:16:31,423 adding 'marquetry/layers/recurrent/bi_lstm.py' 2023-10-22T03:16:31,424 adding 'marquetry/layers/recurrent/embedding.py' 2023-10-22T03:16:31,426 adding 'marquetry/layers/recurrent/gru.py' 2023-10-22T03:16:31,427 adding 'marquetry/layers/recurrent/lstm.py' 2023-10-22T03:16:31,428 adding 'marquetry/layers/recurrent/rnn.py' 2023-10-22T03:16:31,430 adding 'marquetry/ml/__init__.py' 2023-10-22T03:16:31,432 adding 'marquetry/ml/tree/__init__.py' 2023-10-22T03:16:31,433 adding 'marquetry/ml/tree/classification_tree.py' 2023-10-22T03:16:31,434 adding 'marquetry/ml/tree/random_forest.py' 2023-10-22T03:16:31,436 adding 'marquetry/ml/tree/regression_tree.py' 2023-10-22T03:16:31,437 adding 'marquetry/models/__init__.py' 2023-10-22T03:16:31,439 adding 'marquetry/models/cnn/__init__.py' 2023-10-22T03:16:31,440 adding 'marquetry/models/cnn/cnn.py' 2023-10-22T03:16:31,441 adding 'marquetry/models/multi_layer_fnn/__init__.py' 2023-10-22T03:16:31,442 adding 'marquetry/models/multi_layer_fnn/mlp.py' 2023-10-22T03:16:31,444 adding 'marquetry/models/sequential_wrapper/__init__.py' 2023-10-22T03:16:31,445 adding 'marquetry/models/sequential_wrapper/sequential.py' 2023-10-22T03:16:31,447 adding 'marquetry/optimizers/__init__.py' 2023-10-22T03:16:31,448 adding 'marquetry/optimizers/ada_delta.py' 2023-10-22T03:16:31,449 adding 'marquetry/optimizers/ada_grad.py' 2023-10-22T03:16:31,450 adding 'marquetry/optimizers/adam.py' 2023-10-22T03:16:31,452 adding 'marquetry/optimizers/adam_w.py' 2023-10-22T03:16:31,453 adding 'marquetry/optimizers/adamax.py' 2023-10-22T03:16:31,454 adding 'marquetry/optimizers/lion.py' 2023-10-22T03:16:31,455 adding 'marquetry/optimizers/momentum_sgd.py' 2023-10-22T03:16:31,457 adding 'marquetry/optimizers/nadam.py' 2023-10-22T03:16:31,458 adding 'marquetry/optimizers/nesterov.py' 2023-10-22T03:16:31,459 adding 'marquetry/optimizers/rmsprop.py' 2023-10-22T03:16:31,461 adding 'marquetry/optimizers/sgd.py' 2023-10-22T03:16:31,463 adding 'marquetry/preprocesses/__init__.py' 2023-10-22T03:16:31,464 adding 'marquetry/preprocesses/encodes/__init__.py' 2023-10-22T03:16:31,466 adding 'marquetry/preprocesses/encodes/label_encode.py' 2023-10-22T03:16:31,467 adding 'marquetry/preprocesses/encodes/one_hot_encode.py' 2023-10-22T03:16:31,469 adding 'marquetry/preprocesses/imputation/__init__.py' 2023-10-22T03:16:31,470 adding 'marquetry/preprocesses/imputation/miss_imputation.py' 2023-10-22T03:16:31,472 adding 'marquetry/preprocesses/normalize/__init__.py' 2023-10-22T03:16:31,473 adding 'marquetry/preprocesses/normalize/column_normalize.py' 2023-10-22T03:16:31,475 adding 'marquetry/preprocesses/normalize/column_standardize.py' 2023-10-22T03:16:31,477 adding 'marquetry/transformers/__init__.py' 2023-10-22T03:16:31,478 adding 'marquetry/transformers/astypes.py' 2023-10-22T03:16:31,479 adding 'marquetry/transformers/compose.py' 2023-10-22T03:16:31,480 adding 'marquetry/transformers/flatten.py' 2023-10-22T03:16:31,481 adding 'marquetry/transformers/normalize.py' 2023-10-22T03:16:31,483 adding 'marquetry/utils/__init__.py' 2023-10-22T03:16:31,484 adding 'marquetry/utils/array/__init__.py' 2023-10-22T03:16:31,486 adding 'marquetry/utils/array/col2im_array.py' 2023-10-22T03:16:31,487 adding 'marquetry/utils/array/im2col_array.py' 2023-10-22T03:16:31,489 adding 'marquetry/utils/gradients/__init__.py' 2023-10-22T03:16:31,490 adding 'marquetry/utils/gradients/numerical_grad.py' 2023-10-22T03:16:31,491 adding 'marquetry/utils/io/__init__.py' 2023-10-22T03:16:31,493 adding 'marquetry/utils/io/get_file.py' 2023-10-22T03:16:31,494 adding 'marquetry/utils/math/__init__.py' 2023-10-22T03:16:31,495 adding 'marquetry/utils/math/backward_utils.py' 2023-10-22T03:16:31,497 adding 'marquetry/utils/math/log_sum_exp.py' 2023-10-22T03:16:31,498 adding 'marquetry/utils/math/sigmoid_array.py' 2023-10-22T03:16:31,499 adding 'marquetry/utils/math/sum_to.py' 2023-10-22T03:16:31,500 adding 'marquetry/utils/math/truncate_data.py' 2023-10-22T03:16:31,502 adding 'marquetry/utils/numeric/__init__.py' 2023-10-22T03:16:31,503 adding 'marquetry/utils/numeric/get_size.py' 2023-10-22T03:16:31,504 adding 'marquetry/utils/numeric/pair.py' 2023-10-22T03:16:31,506 adding 'marquetry/utils/tests/__init__.py' 2023-10-22T03:16:31,507 adding 'marquetry/utils/tests/array_close.py' 2023-10-22T03:16:31,508 adding 'marquetry/utils/tests/array_equal.py' 2023-10-22T03:16:31,510 adding 'marquetry/utils/tests/gradient_check.py' 2023-10-22T03:16:31,511 adding 'marquetry/utils/tree_utils/__init__.py' 2023-10-22T03:16:31,513 adding 'marquetry/utils/tree_utils/impurity_criterion.py' 2023-10-22T03:16:31,514 adding 'marquetry/utils/tree_utils/information_gain.py' 2023-10-22T03:16:31,515 adding 'marquetry/utils/tree_utils/split_branch.py' 2023-10-22T03:16:31,517 adding 'marquetry/utils/visualize/__init__.py' 2023-10-22T03:16:31,518 adding 'marquetry/utils/visualize/dot_graph.py' 2023-10-22T03:16:31,520 adding 'marquetry-0.2.0.dist-info/LICENSE.md' 2023-10-22T03:16:31,521 adding 'marquetry-0.2.0.dist-info/METADATA' 2023-10-22T03:16:31,522 adding 'marquetry-0.2.0.dist-info/WHEEL' 2023-10-22T03:16:31,523 adding 'marquetry-0.2.0.dist-info/top_level.txt' 2023-10-22T03:16:31,526 adding 'marquetry-0.2.0.dist-info/RECORD' 2023-10-22T03:16:31,531 removing build/bdist.linux-armv7l/wheel 2023-10-22T03:16:31,694 Building wheel for marquetry (setup.py): finished with status 'done' 2023-10-22T03:16:31,698 Created wheel for marquetry: filename=marquetry-0.2.0-py3-none-any.whl size=175538 sha256=30ddc8d2771ed09bdd659f5e63a7cab942f8785fcb1f2ca8872e9347210a3569 2023-10-22T03:16:31,700 Stored in directory: /tmp/pip-ephem-wheel-cache-z6eacy2n/wheels/1e/11/07/2d07515030b228df13c138c800b1e561bd584c15f63da59ec2 2023-10-22T03:16:31,714 Successfully built marquetry 2023-10-22T03:16:31,723 Removed build tracker: '/tmp/pip-build-tracker-8uijy3n0'